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Knowledge Discovery in Databases: PKDD 2004

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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What points at this work

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Genetic Programming for Feature Ranking in Classification Problems

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Genetic Programming for Feature Subset Ranking in Binary Classification Problems

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Hybridization of Evolutionary Mechanisms for Feature Subset Selection in Unsupervised Learning

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Unsupervised Elimination of Redundant Features Using Genetic Programming

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oddball: Spotting Anomalies in Weighted Graphs

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Scalable Clustering Algorithm for N-Body Simulations in a Shared-Nothing Cluster

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Inductive Learning of Disjointness Axioms

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Knowledge Discovery from Noisy Datasets

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Association Rule Centric Clustering of Web Search Results

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XML Document Clustering Using Structure-Preserving Flat Representation of XML Content and Structure

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Algorithms to Discover Complete Frequent Episodes in Sequences

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A Probability-Based Combination Method for Unsupervised Clustering with Application to Blind Source Separation

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Discovering the Most Potential Stars in Social Networks with Infra-skyline Queries

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A Space-Based Generic Pattern for Self-Initiative Load Clustering Agents

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Integrating Quantitative Attributes in Hierarchical Clustering of Transactional Data

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A Novel Classification Algorithm to Noise Data

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Extracting Definitions from Brazilian Legal Texts

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Learning to Classify Service Data with Latent Semantics

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Dynamic Rule-Based Similarity Model for DNA Microarray Data

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Sequences Modeling and Analysis Based on Complex Network

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A Scalable Algorithm for Detecting Community Outliers in Social Networks

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RssE-Miner: A New Approach for Efficient Events Mining from Social Media RSS Feeds

inferred← citeshttps://doi.org/10.1007/978-3-642-32639-4_30openalex-snapshot

Visual Data Mining for Identification of Patterns and Outliers in Weather Stations’ Data

inferred← citeshttps://doi.org/10.1007/978-3-642-32639-4_9openalex-snapshot

Interestingness Measures for Fixed Consequent Rules

inferred← citeshttps://doi.org/10.1007/978-3-642-33018-6_26openalex-snapshot

Combined Bayesian Classifiers Applied to Spam Filtering Problem

inferred← citeshttps://doi.org/10.1007/978-3-642-33074-2_21openalex-snapshot

Tractable Reasoning Problems with Fully-Characterized Association Rules

inferred← citeshttps://doi.org/10.1007/978-3-642-33326-2_4openalex-snapshot

Web Usage Mining: Discovering Usage Patterns for Web Applications

inferred← citeshttps://doi.org/10.1007/978-3-642-33486-3_54openalex-snapshot

ClowdFlows: A Cloud Based Scientific Workflow Platform

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Mining RDF Data for Property Axioms

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Representation of Protein Secondary Structure Using Bond-Orientational Order Parameters

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A Dynamic Scanning Approach Based on Trie Matching for Clustering XML Data in E-business

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Discrete-Time Hopfield Neural Network Based Text Clustering Algorithm

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Conversing Learning: Active Learning and Active Social Interaction for Human Supervision in Never-Ending Learning Systems

inferred← citeshttps://doi.org/10.1007/978-3-642-35647-6_25openalex-snapshot

Automatic Extraction of Profiles from Web Pages

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Context-Aware Predictions on Business Processes: An Ensemble-Based Solution

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Mining Complex Event Patterns in Computer Networks

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Parameter Optimization of Local-Concentration Model for Spam Detection by Using Fireworks Algorithm

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Mining Serial-Episode Rules Using Minimal Occurrences with Gap Constraint

inferred← citeshttps://doi.org/10.1007/978-3-642-40069-8_5openalex-snapshot

Pairwise Similarity for Cluster Ensemble Problem: Link-Based and Approximate Approaches

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Visual Data Mining Methods for Kernel Smoothed Estimates of Cox Processes

inferred← citeshttps://doi.org/10.1007/978-3-642-40769-7_23openalex-snapshot

Mathematical Morphology Tools to Evaluate Periodic Linguistic Summaries

inferred← citeshttps://doi.org/10.1007/978-3-642-40994-3_47openalex-snapshot

ViperCharts: Visual Performance Evaluation Platform

inferred← citeshttps://doi.org/10.1007/978-3-642-41016-1_11openalex-snapshot

Extracting Knowledge from Web Search Engine Using Wikipedia

inferred← citeshttps://doi.org/10.1007/978-3-642-41033-8_4openalex-snapshot

Cooperative and Fast-Learning Information Extraction from Business Documents for Document Archiving

inferred← citeshttps://doi.org/10.1007/978-3-642-54756-0_7openalex-snapshot

Algorithms for Similarity Relation Learning from High Dimensional Data

inferred← citeshttps://doi.org/10.1007/978-3-662-44848-9_4openalex-snapshot

Beyond Blocks: Hyperbolic Community Detection

inferred← citeshttps://doi.org/10.1007/978-3-662-44980-6_9openalex-snapshot

A DBN-Based Classifying Approach to Discover the Internet Water Army

inferred← citeshttps://doi.org/10.1007/978-3-662-45391-9_32openalex-snapshot

Negative-Connection-Aware Tag-Based Association Mining and Service Recommendation

inferred← citeshttps://doi.org/10.1007/978-81-322-0740-5_100openalex-snapshot

Mining Negative Association Rules from Multiple Data Sources on the Basis of Local Pattern Analysis

inferred← citeshttps://doi.org/10.1007/s10618-017-0517-yopenalex-snapshot

Imbalanced classification in sparse and large behaviour datasets

inferred← citeshttps://doi.org/10.1007/s12008-024-02037-0openalex-snapshot

Naïve Bayes algorithm for timely fault diagnosis in helical gear transmissions using vibration signal analysis

inferred← citeshttps://doi.org/10.1007/s12053-017-9561-0openalex-snapshot

A systematic approach in appliance disaggregation using k-nearest neighbours and naive Bayes classifiers for energy efficiency

inferred← citeshttps://doi.org/10.1016/b978-0-12-411511-8.00002-5openalex-snapshot

Picturing Bayesian Classifiers

inferred← citeshttps://doi.org/10.1016/b978-008044612-7/50096-2openalex-snapshot

A SMOOTH INTRODUCTION TO SYMBOLIC METHODS FOR KNOWLEDGE DISCOVERY

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Venom diversity in the Neotropical scorpion genus Tityus: Implications for antivenom design emerging from molecular and immunochemical analyses across endemic areas of scorpionism

inferred← citeshttps://doi.org/10.1016/j.artmed.2020.101815openalex-snapshot

Efficient treatment of outliers and class imbalance for diabetes prediction

inferred← citeshttps://doi.org/10.1016/j.asoc.2013.07.016openalex-snapshot

Boosted SVM for extracting rules from imbalanced data in application to prediction of the post-operative life expectancy in the lung cancer patients

inferred← citeshttps://doi.org/10.1016/j.asoc.2017.11.028openalex-snapshot

A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets

inferred← citeshttps://doi.org/10.1016/j.chb.2017.04.001openalex-snapshot

Discovering suspicious behavior in multilayer social networks

inferred← citeshttps://doi.org/10.1016/j.compbiolchem.2017.08.015openalex-snapshot

Computational model for vitamin D deficiency using hair mineral analysis

inferred← citeshttps://doi.org/10.1016/j.compmedimag.2013.12.003openalex-snapshot

Ensemble-based hybrid probabilistic sampling for imbalanced data learning in lung nodule CAD

inferred← citeshttps://doi.org/10.1016/j.compmedimag.2016.05.001openalex-snapshot

WITHDRAWN: Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data

inferred← citeshttps://doi.org/10.1016/j.cose.2015.05.009openalex-snapshot

Reconciling user privacy and implicit authentication for mobile devices

inferred← citeshttps://doi.org/10.1016/j.dam.2015.12.006openalex-snapshot

Estimation of Laplacian spectra of direct and strong product graphs

inferred← citeshttps://doi.org/10.1016/j.datak.2011.11.002openalex-snapshot

Arbitrarily distributed data-based recommendations with privacy

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An architecture for component-based design of representative-based clustering algorithms

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An interpretability model for syndrome differentiation of HBV-ACLF in traditional Chinese medicine using small-sample imbalanced data

inferred← citeshttps://doi.org/10.1016/j.elerap.2005.08.004openalex-snapshot

Evaluation and optimization of the catalog search process of e-procurement platforms

inferred← citeshttps://doi.org/10.1016/j.engappai.2015.03.015openalex-snapshot

A corpus-based semantic kernel for text classification by using meaning values of terms

inferred← citeshttps://doi.org/10.1016/j.eswa.2010.07.143openalex-snapshot

An expert system for detecting automobile insurance fraud using social network analysis

inferred← citeshttps://doi.org/10.1016/j.eswa.2014.02.017openalex-snapshot

Efficient classification of multi-labeled text streams by clashing

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BNQM: A Bayesian Network based QoS Model for Grid service composition

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DEER : Distant and Essential Episode Rules for early prediction

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Imbalance learning using heterogeneous ensembles

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SAIRUS: Spatially-aware identification of risky users in social networks

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An effective learning strategy for cascaded object detection

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Terms-based discriminative information space for robust text classification

inferred← citeshttps://doi.org/10.1016/j.ins.2019.01.065openalex-snapshot

Imbalanced learning based on adaptive weighting and Gaussian function synthesizing with an application on Android malware detection

inferred← citeshttps://doi.org/10.1016/j.ipm.2019.102102openalex-snapshot

Automatic classification of complaint letters according to service provider categories

inferred← citeshttps://doi.org/10.1016/j.jbi.2017.03.002openalex-snapshot

Classification of toxicity effects of biotransformed hepatic drugs using whale optimized support vector machines

inferred← citeshttps://doi.org/10.1016/j.knosys.2015.11.010openalex-snapshot

Cost-sensitive feature selection using random forest: Selecting low-cost subsets of informative features

inferred← citeshttps://doi.org/10.1016/j.knosys.2018.04.003openalex-snapshot

Discovering diverse human behavior from two-dimensional preferences

inferred← citeshttps://doi.org/10.1016/j.knosys.2018.08.007openalex-snapshot

Real-time feature selection technique with concept drift detection using adaptive micro-clusters for data stream mining

inferred← citeshttps://doi.org/10.1016/j.knosys.2022.108764openalex-snapshot

Minority oversampling for imbalanced time series classification

inferred← citeshttps://doi.org/10.1016/j.mlwa.2024.100597openalex-snapshot

Enhancing SMOTE for imbalanced data with abnormal minority instances

inferred← citeshttps://doi.org/10.1016/j.neucom.2011.10.038openalex-snapshot

Quality of classification explanations with PRBF

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RABOC: An approach to handle class imbalance in multimodal biometric authentication

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An adaptive semi-supervised clustering approach via multiple density-based information

inferred← citeshttps://doi.org/10.1016/j.neucom.2017.11.018openalex-snapshot

A LSTM based framework for handling multiclass imbalance in DGA botnet detection

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